Applied AI
Foundation-model fine-tuning, multi-modal pipelines, retrieval & agents wired into real operations — not demos.
- LLM systems
- Computer vision
- Agentic workflows
Engineering the impossible since now
Starktrace Labs builds intelligent systems for industries where the stakes are physical, the constraints are real, and the future has to ship.
01 — Capabilities
Four disciplines, one engineering culture. We compose teams across them so problems move forward instead of sideways.
Foundation-model fine-tuning, multi-modal pipelines, retrieval & agents wired into real operations — not demos.
Cloud-native platforms, real-time data fabrics and developer tooling engineered for ten-year horizons.
Robotics, edge compute, simulation and signal processing — where bits meet atoms and tolerances matter.
Interfaces that make complex systems feel inevitable. From control rooms to consumer surfaces.
02 — Doctrine
No theatre. No magic. Just compounding engineering, instrumented end-to-end, shipped before the meeting ends.
03 — Labs
An internal substrate of model orchestration, GPU schedulers and eval harnesses powering every client engagement.
A robotics & simulation lab pairing digital twins with real actuators for closed-loop autonomy.
Sensing, telemetry and edge inference. We turn noisy reality into decisions in milliseconds.
04 — Stack
We pick what survives production. The rest is ornament.
05 — Initiate
Tell us what's hard. We'll tell you what we'd build.